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INTEGRATE Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements

The INTEGRATE (Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements) project is developing a new inverse-design capability for the aerodynamic design of wind turbine rotors using invertible neural networks. This AI-based design techno...

Vijayakumar, G. et al National Renewable Energy Laboratory (NREL)

May 04, 2021
8 Resources
0 Stars
Publicly accessible

Texas Tech Building Wake Field Experiment, Reese Technology Center / Averaged Data

**Overview** This dataset contains sonic anemometer measurements around a building the size of a typical suburb home located at Texas Tech's Reese Technology Center. These data are intended to validate computer models. **Data Details** Stations 1-22 are sonic anemometers at a h...

Nelson, M. and Pol, S. Wind Energy Technologies Office (WETO)

May 06, 2021
1 Resources
0 Stars
Publicly accessible

Tower TTU (SWiFT) Tower, All levels Processed Data

**Overview** This dataset includes processed sonic anemometer measurements at the 200-m SWIFT tower near Lubbock, Texas on July 4, 2012. Observations are of a canonical convective atmospheric boundary layer. Subgrid stresses and fluxes are computed by subtracting 15-min running a...

Kosovic, B. Wind Energy Technologies Office (WETO)

Jul 03, 2012
1 Resources
0 Stars
Publicly accessible

Flow Redirection and Induction in Steady State (FLORIS) Wind Plant Power Production Data Sets

This dataset contains turbine and plant-level power outputs for 252,500 cases of diverse wind plant layouts operating under a wide range of yawing and atmospheric conditions. The power outputs were computed using the Gaussian wake model in NREL's FLOw Redirection and Induction in ...

Ramos, D. et al National Renewable Energy Laboratory

Feb 12, 2021
5 Resources
0 Stars
Publicly accessible

Sodar Cleburne, TX Processed Data

**Overview** This dataset was produced from the raw sodar .dat files from the Cleburne, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resour...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 17, 2011
1 Resources
0 Stars
Publicly accessible

Sodar Ozona, TX Processed Data

**Overview** This dataset was produced from the raw sodar .dat files from the Ozona, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource ...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 17, 2011
1 Resources
0 Stars
Publicly accessible

Sodar Reagan, TX Processed Data

**Overview** This dataset was produced from the raw sodar .dat files from the Reagan, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource...

Sheridan, L. Wind Energy Technologies Office (WETO)

Aug 03, 2011
1 Resources
0 Stars
Publicly accessible

Sodar Brady, TX Processed Data

**Overview** This dataset was produced from the raw sodar .txt files from the Brady, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource ...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 14, 2011
1 Resources
0 Stars
Publicly accessible

Sodar Jayton, TX Processed Data

**Overview** This dataset was produced from the raw sodar .txt files from the Jayton, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 14, 2011
1 Resources
0 Stars
Publicly accessible

Sodar Lubbock, TX Processed Data

**Overview** This dataset was produced from the raw sodar .mnd files from the Lubbock, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resourc...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jun 15, 2011
1 Resources
0 Stars
Publicly accessible

Lidar HilFlowS LLNL WindCube v2 EOP Processed Data

**Overview** The WindCube v2 is a pulsed LIDAR and uses four beams sent in succession in the four cardinal directions along a 28°scanning cone angle to measure horizontal velocity and wind direction. A fifth beam is sent in the vertical direction to measure vertical velocity. Me...

Wharton, S. and , . Wind Energy Technologies Office (WETO)

Jul 07, 2019
1 Resources
0 Stars
Publicly accessible

Sodar Colorado City, TX Processed Data

**Overview** This dataset was produced from the raw sodar .txt files from the Colorado City, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind r...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 14, 2011
1 Resources
0 Stars
Publicly accessible

Sodar St. James, MN Processed Data

**Overview** This dataset was produced from the raw sodar .wtb files from the St. James, MN site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind reso...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 27, 2011
1 Resources
0 Stars
Publicly accessible

Radar 449MHz Astoria, OR (AST) Raw Data

**Overview** **Winds.** A radar wind profiler measures the Doppler shift of electromagnetic energy scattered back from atmospheric turbulence and hydrometeors along 3-5 vertical and off-vertical point beam directions. Back-scattered signal strength and radial-component velocities...

Gottas, D. Wind Energy Technologies Office (WETO)

Sep 02, 2015
1 Resources
0 Stars
Publicly accessible

Radar 449MHz Forks, WA (FKS) Raw Data

Gottas, D. Wind Energy Technologies Office (WETO)

Jul 22, 2015
1 Resources
0 Stars
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Radar 449MHz North Bend, OR (OTH) Reviewed Data

Gottas, D. Wind Energy Technologies Office (WETO)

Oct 14, 2015
1 Resources
0 Stars
Publicly accessible

Radar 449MHz Astoria, OR (AST) Reviewed Data

Gottas, D. Wind Energy Technologies Office (WETO)

Sep 02, 2015
1 Resources
0 Stars
Publicly accessible

Radar 449MHz Forks, WA (FKS) Reviewed Data

Gottas, D. Wind Energy Technologies Office (WETO)

Jul 23, 2015
1 Resources
0 Stars
Publicly accessible

Radar 449MHz North Bend, OR (OTH) Raw Data

Gottas, D. Wind Energy Technologies Office (WETO)

Oct 14, 2015
1 Resources
0 Stars
Publicly accessible

Radar NOAA 449 MHz Wind Profiler with RASS Raw Data

**Overview** Monitor real-time profiles of virtual temperature (C), wind speed (ms-1), and direction (deg) few km above ground level. **Data Details** Raw files contain radial velocity (ms-1), signal-to-noise ratio (dB), signal power (dB), spectral width (ms-1), and noise ampli...

Bianco, L. Wind Energy Technologies Office (WETO)

Feb 28, 2015
1 Resources
0 Stars
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Radar NOAA 915 MHz Boundary-Layer Wind Profiler Raw Data

Bianco, L. Wind Energy Technologies Office (WETO)

Feb 28, 2015
1 Resources
0 Stars
Publicly accessible

Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m, Physics site-11 Reviewed Data

**Overview** Surface wind, temperature, and turbulence measurements based on three-dimensional (3D) sonic anemometer and temperature/relative humidity (T/RH) data. **Data Details** T/RH events history is available in the attached Excel file: *PS01-TRH-3m *PS01-TRH-10m *PS02...

Otarola-Bustos, S. and Fernando, J. Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
0 Stars
Publicly accessible

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INTEGRATE Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements

Texas Tech Building Wake Field Experiment, Reese Technology Center / Averaged Data

Tower TTU (SWiFT) Tower, All levels Processed Data

Flow Redirection and Induction in Steady State (FLORIS) Wind Plant Power Production Data Sets

Sodar Cleburne, TX Processed Data

Sodar Ozona, TX Processed Data

Sodar Reagan, TX Processed Data

Sodar Brady, TX Processed Data

Sodar Jayton, TX Processed Data

Sodar Lubbock, TX Processed Data

Lidar HilFlowS LLNL WindCube v2 EOP Processed Data

Sodar Colorado City, TX Processed Data

Sodar St. James, MN Processed Data

Radar 449MHz Astoria, OR (AST) Raw Data

Radar 449MHz Forks, WA (FKS) Raw Data

Radar 449MHz North Bend, OR (OTH) Reviewed Data

Radar 449MHz Astoria, OR (AST) Reviewed Data

Radar 449MHz Forks, WA (FKS) Reviewed Data

Radar 449MHz North Bend, OR (OTH) Raw Data

Radar NOAA 449 MHz Wind Profiler with RASS Raw Data

Radar NOAA 915 MHz Boundary-Layer Wind Profiler Raw Data

Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m, Physics site-11 Reviewed Data

Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m (1) Licor 3m, Physics site-1 Reviewed Data

Surface Meteorological Station UND 21m, (3) Sonics 3m 10m 21m, (2) T/RH 3m 21m, Physics site-6 Reviewed Data

Surface Meteorological Station UND 17m, (3) Sonics 3m 10m 17m, (2) T/RH 3m 17m, Physics site-2 Reviewed Data